Sampling and Analysis of Environmental Contaminants

EnvS 541

University of Idaho
 
 Module 8
 
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Time Series Analysis

Due Dates: See Schedule

Resources
Read Manly Chapter 8

Lesson Description
This module introduces you to time series analysis. Time series analysis is a complex topic and could be the subject of a full semester course (or more). This module is simply an introduction to the relevant concepts and techniques.

The first main objective of the module is to understand positive and negative serial correlation and to be able to explain what it is and why it is important to worry about it. The second main objective is to be able to test a data series for correlation using various tests. The third main objective is to understand the components of a time series, understand the basics of detecting changes and trends in time series, knowing how to carry out a Durbin-Watson test for serial correlation in regression residuals, and knowing how to carry out a Mann-Kendall test for trend.

This week, work through the two sub-modules and review Chapter 8 in the textbook. You will need to show mastery of this material in Problem Set 5.

Activities To Do

Module 8.1
Low bandwidth optionLecture with Audio  16:26
Printable NotesPrintable Notes
Module 8.2
Low bandwidth optionLecture with Audio 13:35
Printable NotesPrintable Notes
Practice Problems
Work Practice Problems Set 4 if needed.
 
Evaluation: Homework/Exams
Problem Set 4 Due

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